Result Row 5

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From Dontopedia, the open, paraconsistent wiki. (Last updated 2026-06-06.)

Result Row 5 has 12 facts recorded in Dontopedia across 2 references.

12 facts·12 predicates·2 sources

Mostly:uses dataset(1), uses method(1), has paper value(1)

Inbound mentions (1)

Other subjects in dontopedia point AT this entity as a value. These are inverse relationships — e.g. "X motherOf this subject" — and answer questions the forward facts can't. Grouped by predicate.

`hasResultRow`Has Result Row(1)

Experiment 1ex:experiment-1

Other facts (12)

The long tail: predicates that appear too rarely to warrant their own section. Filter or scroll to find a specific one. Each row links to its source.

12 facts

Predicate	Value	Ref
Uses Dataset	Fashion-MNIST	[1]
Uses Method	random_nas	[1]
Has Paper Value	0.534	[1]
Has Replication Value	0.732	[1]
Has Replication Params	27324	[1]
Has Time Seconds	48.6	[1]
Has Match Status	NO	[1]
Code Distance	256	[2]
Byte Distance	2048	[2]
Code Mi in Bits	2.68	[2]
Byte Mi in Bits	0.27	[2]
Ratio	10	[2]

Timeline axis is valid_time — when each source says the fact was true in the world, not when Dontopedia learned about it. Retracted rows are kept for provenance; coloured stripes indicate the context kind.

12 undated

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usesDatasetblah/watt-activation/1

Fashion-MNIST

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usesMethodblah/watt-activation/1

random_nas

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hasPaperValueblah/watt-activation/1

0.534

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hasReplicationValueblah/watt-activation/1

0.732

—

hasReplicationParamsblah/watt-activation/1

27324

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hasTimeSecondsblah/watt-activation/1

48.6

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hasMatchStatusblah/watt-activation/1

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codeDistanceblah/watt-activation/293

256

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byteDistanceblah/watt-activation/293

2048

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codeMiInBitsblah/watt-activation/293

2.68

—

byteMiInBitsblah/watt-activation/293

0.27

—

ratioblah/watt-activation/293

References (2)

2 references

[1]17 facts
ctx:discord/blah/watt-activation/1
- full textwatt-activation-1
  text/plain3 KBdoc:agent/watt-activation-1/83ab6e73-1b84-4a84-b9fe-e21a39a0ff4c
  Show excerpt
  [2026-02-25 21:08] lisamegawatts: Tell Claude to use the gelation signal to avoid overfitting to training data, it is a reliable indicator and gives a distinct early signal that can be detected [2026-02-25 21:11] ajaxdavis: https://klipy.co…
[2]2935 facts
ctx:discord/blah/watt-activation/293
- full textwatt-activation-293
  text/plain2 KBdoc:agent/watt-activation-293/959a3ad3-f22d-4e4f-a7d7-b780dac6f896
  Show excerpt
  [2026-03-14 04:25] xenonfun: ``` ⏺ Long Context Results Long-Range Mutual Information — The Key Result ┌───────────┬───────────┬────────────────┬────────────────┬───────┐ │ Code dist │ Byte dist │ Code MI (bits) │ Byte MI (bits) │ R…

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